Figures & data
Table 1. Coherence and perplexity scores for different numbers of topics.
Table 2. LDA with TF-IDF and Bigrams – scores.
Figure 4. Topic – Financial Stability and the Banking System (FSBS), Q4 2000–Q4 2019. Data source: ECB – normalized data.
![Figure 4. Topic – Financial Stability and the Banking System (FSBS), Q4 2000–Q4 2019. Data source: ECB – normalized data.](/cms/asset/611070ad-9b40-4af4-950a-f4b9a7721949/rbec_a_2303904_f0004_oc.jpg)
Table 3. CJ model – topic financial stability and the banking system.
Table 4. HS model – topic financial stability and the banking system.
Figure 5. Topic – Non-standard Monetary Policy (NMP), Q4 2000–Q4 2019. Data source: ECB – normalized data.
![Figure 5. Topic – Non-standard Monetary Policy (NMP), Q4 2000–Q4 2019. Data source: ECB – normalized data.](/cms/asset/f5cf3713-7633-43bd-aa47-11b25489a2c5/rbec_a_2303904_f0005_oc.jpg)
Table 5. CJ model – topic non-standard monetary policy.
Table 6. HS model – topic non-standard monetary policy.
Figure 6. Topic – Canonical Monetary Policy (CMP), Q4 2000–Q4 2019. Data source: ECB – normalized data.
![Figure 6. Topic – Canonical Monetary Policy (CMP), Q4 2000–Q4 2019. Data source: ECB – normalized data.](/cms/asset/c8900f04-0e72-4f43-8c2a-ff29042d8aef/rbec_a_2303904_f0006_oc.jpg)
Table 7. CJ model – topic canonical monetary policy.
Table 8. HS model – topic canonical monetary policy.
Figure 7. Topic – European Monetary Union and Growth (EMUG) (Q4 2000–Q4 2019). Data source: ECB – normalized data.
![Figure 7. Topic – European Monetary Union and Growth (EMUG) (Q4 2000–Q4 2019). Data source: ECB – normalized data.](/cms/asset/75da414e-be70-4d83-b505-5a1eb85d9236/rbec_a_2303904_f0007_oc.jpg)
Table 9. CJ model – topic EMU and growth.
Table 10. HS model – topic EMU and growth.
Figure 8. Topic – Financial Integration and Payment System (FIPS), Q4 2000–Q4 2019. Data source: ECB – normalized data.
![Figure 8. Topic – Financial Integration and Payment System (FIPS), Q4 2000–Q4 2019. Data source: ECB – normalized data.](/cms/asset/be90684c-ce9f-4380-bb66-d856fbfd60fa/rbec_a_2303904_f0008_oc.jpg)
Table 11. CJ model – topic financial integration and payment system.
Table 12. HS model – topic financial integration and payment system.